Recent content by builder_matt

A useful way to understand AI for Facebook is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is future improvements. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can...

A useful way to look at A practical overview of General AI Coding for automation is to focus first on general and coding. That tends to make the trade-offs easier to compare. That should make it easier to tell whether the change is actually helping.

When working with AI Courses & Certifications, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is integration. Define what a good result looks like before changing tools or settings, then test one variable...